Google Earth Engine and Artificial Intelligence for Earth Observation

Download or read book Google Earth Engine and Artificial Intelligence for Earth Observation written by Vishakha Sood and published by Elsevier. This book was released on 2025-03-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Google Earth Engine and Artificial Intelligence for Earth Observation: Algorithms and Sustainable Applications explores a wide range of transformative data fusion techniques of Artificial Intelligence (AI) technologies applied to Google Earth Engine (GEE) techniques. The book includes a wide range of scientific domains that can utilize remote sensing and geographic information systems (GIS) through detailed case studies. It delves into the challenges of AI-driven tools and technologies for Earth observation data analysis, offering possible solutions and directly addressing current and upcoming needs within Earth Observation.This is a useful reference for geospatial scientists, remote sensing experts, and environmental scientists utilizing remote sensing to apply the latest AI techniques to data obtained from GEE for their research and teaching. - Includes utilization of AI with GEE tools for a spectrum od scientific domains in remote sensing and geographic information systems (GIS), such as natural hazard assessment, aquatic and hydrological applications, and forest cover - Highlights the challenges and possible solutions for AI-driven tools and technologies for Earth observation data analysis - Provides detailed case studies that show specific considerations and exceptions for applications of AI in GEE for Earth observation